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Correlation Table

  Variable 1 Variable 2 Corr Coef Abs Corr Coef
0 latitude longitude -0.924918 0.924918
1 households total_rooms 0.913159 0.913159
2 households population 0.907047 0.907047
3 population total_rooms 0.840329 0.840329
4 bedrooms_per_room rooms_per_household -0.813657 0.813657
5 bedrooms_per_room median_income -0.684036 0.684036
6 median_income rooms_per_household 0.638926 0.638926
7 ocean_proximity_1H OCEAN ocean_proximity_INLAND -0.606939 0.606939
8 longitude ocean_proximity_NEAR BAY -0.473271 0.473271
9 latitude ocean_proximity_1H OCEAN -0.446560 0.446560
10 housing_median_age total_rooms -0.384199 0.384199
11 latitude ocean_proximity_NEAR BAY 0.357970 0.357970
12 latitude ocean_proximity_INLAND 0.352287 0.352287
13 ocean_proximity_1H OCEAN ocean_proximity_NEAR OCEAN -0.345392 0.345392
14 longitude ocean_proximity_1H OCEAN 0.320432 0.320432
15 ocean_proximity_1H OCEAN ocean_proximity_NEAR BAY -0.313888 0.313888
16 housing_median_age population -0.312987 0.312987
17 households housing_median_age -0.312168 0.312168
18 ocean_proximity_INLAND ocean_proximity_NEAR OCEAN -0.262920 0.262920
19 housing_median_age ocean_proximity_NEAR BAY 0.253474 0.253474
20 rooms_per_household total_rooms 0.248998 0.248998
21 median_income ocean_proximity_INLAND -0.247498 0.247498
22 ocean_proximity_INLAND ocean_proximity_NEAR BAY -0.238939 0.238939
23 median_income total_rooms 0.238012 0.238012
24 housing_median_age ocean_proximity_INLAND -0.237271 0.237271
25 housing_median_age rooms_per_household -0.226989 0.226989
26 bedrooms_per_room total_rooms -0.214100 0.214100
27 population population_per_household 0.211258 0.211258
28 median_income ocean_proximity_1H OCEAN 0.180324 0.180324
29 ocean_proximity_INLAND rooms_per_household 0.174838 0.174838
30 longitude population_per_household 0.173644 0.173644
31 latitude population_per_household -0.165144 0.165144
32 latitude ocean_proximity_NEAR OCEAN -0.159501 0.159501
33 households population_per_household -0.152751 0.152751
34 ocean_proximity_NEAR BAY population_per_household -0.149109 0.149109
35 population_per_household total_rooms -0.144933 0.144933
36 ocean_proximity_1H OCEAN population_per_household 0.138261 0.138261
37 bedrooms_per_room housing_median_age 0.137603 0.137603
38 ocean_proximity_NEAR BAY ocean_proximity_NEAR OCEAN -0.135973 0.135973
39 housing_median_age median_income -0.131517 0.131517
40 latitude rooms_per_household 0.127203 0.127203
41 latitude population -0.123501 0.123501
42 bedrooms_per_room ocean_proximity_INLAND -0.118096 0.118096
43 ocean_proximity_1H OCEAN rooms_per_household -0.117229 0.117229
44 bedrooms_per_room latitude -0.116217 0.116217
45 longitude population 0.109479 0.109479
46 housing_median_age longitude -0.108133 0.108133
47 households rooms_per_household -0.100746 0.100746
48 bedrooms_per_room longitude 0.093803 0.093803
49 bedrooms_per_room households 0.092850 0.092850
50 ocean_proximity_1H OCEAN population 0.092562 0.092562
51 ocean_proximity_NEAR OCEAN population_per_household -0.090095 0.090095
52 population rooms_per_household -0.089566 0.089566
53 latitude median_income -0.085881 0.085881
54 bedrooms_per_room ocean_proximity_1H OCEAN 0.074548 0.074548
55 households latitude -0.073065 0.073065
56 median_income population_per_household -0.069456 0.069456
57 ocean_proximity_NEAR BAY population -0.064809 0.064809
58 bedrooms_per_room population 0.064714 0.064714
59 longitude rooms_per_household -0.060709 0.060709
60 median_income ocean_proximity_NEAR BAY 0.057611 0.057611
61 longitude ocean_proximity_INLAND -0.056479 0.056479
62 households ocean_proximity_INLAND -0.054571 0.054571
63 households longitude 0.050990 0.050990
64 housing_median_age ocean_proximity_1H OCEAN 0.048133 0.048133
65 households ocean_proximity_1H OCEAN 0.046992 0.046992
66 bedrooms_per_room ocean_proximity_NEAR OCEAN 0.046444 0.046444
67 population_per_household rooms_per_household -0.045796 0.045796
68 longitude ocean_proximity_NEAR OCEAN 0.044534 0.044534
69 ocean_proximity_NEAR OCEAN rooms_per_household -0.041629 0.041629
70 ocean_proximity_INLAND population -0.035628 0.035628
71 longitude total_rooms 0.030647 0.030647
72 ocean_proximity_NEAR BAY rooms_per_household -0.029316 0.029316
73 ocean_proximity_NEAR OCEAN population -0.026645 0.026645
74 latitude total_rooms -0.026322 0.026322
75 median_income ocean_proximity_NEAR OCEAN 0.022593 0.022593
76 housing_median_age ocean_proximity_ISLAND 0.021259 0.021259
77 housing_median_age ocean_proximity_NEAR OCEAN 0.020104 0.020104
78 ocean_proximity_INLAND population_per_household 0.018181 0.018181
79 ocean_proximity_NEAR BAY total_rooms -0.017668 0.017668
80 ocean_proximity_INLAND total_rooms 0.017082 0.017082
81 bedrooms_per_room ocean_proximity_ISLAND 0.016872 0.016872
82 latitude ocean_proximity_ISLAND -0.016626 0.016626
83 households median_income 0.015399 0.015399
84 ocean_proximity_1H OCEAN ocean_proximity_ISLAND -0.013900 0.013900
85 longitude median_income -0.012698 0.012698
86 ocean_proximity_ISLAND population -0.011550 0.011550
87 ocean_proximity_ISLAND population_per_household -0.011383 0.011383
88 housing_median_age latitude 0.010790 0.010790
89 ocean_proximity_INLAND ocean_proximity_ISLAND -0.010581 0.010581
90 longitude ocean_proximity_ISLAND 0.009633 0.009633
91 median_income ocean_proximity_ISLAND -0.009432 0.009432
92 households ocean_proximity_ISLAND -0.009267 0.009267
93 households ocean_proximity_NEAR OCEAN 0.008798 0.008798
94 ocean_proximity_ISLAND rooms_per_household 0.008614 0.008614
95 ocean_proximity_NEAR OCEAN total_rooms -0.007623 0.007623
96 ocean_proximity_ISLAND total_rooms -0.007044 0.007044
97 bedrooms_per_room ocean_proximity_NEAR BAY 0.006326 0.006326
98 housing_median_age population_per_household -0.006177 0.006177
99 ocean_proximity_ISLAND ocean_proximity_NEAR OCEAN -0.006021 0.006021
100 ocean_proximity_ISLAND ocean_proximity_NEAR BAY -0.005472 0.005472
101 median_income population 0.002984 0.002984
102 households ocean_proximity_NEAR BAY -0.002527 0.002527
103 bedrooms_per_room population_per_household -0.000988 0.000988
104 ocean_proximity_1H OCEAN total_rooms 0.000524 0.000524

Correlation Heatmap

Covariance Heatmap

Bivariate Plots (top 50 Correlations)

Total Rooms Vs Households

Population Vs Households

Total Rooms Vs Population

Rooms Per Household Vs Median Income

Ocean Proximity Near Bay Vs Latitude

Ocean Proximity Inland Vs Latitude

Ocean Proximity 1h Ocean Vs Longitude

Ocean Proximity Near Bay Vs Housing Median Age

Total Rooms Vs Rooms Per Household

Total Rooms Vs Median Income

Population Per Household Vs Population

Ocean Proximity 1h Ocean Vs Median Income

Rooms Per Household Vs Ocean Proximity Inland

Population Per Household Vs Longitude

Population Per Household Vs Ocean Proximity 1h Ocean

Housing Median Age Vs Bedrooms Per Room

Rooms Per Household Vs Latitude

Population Vs Longitude

Longitude Vs Bedrooms Per Room

Households Vs Bedrooms Per Room

Population Vs Ocean Proximity 1h Ocean

Ocean Proximity 1h Ocean Vs Bedrooms Per Room

Population Vs Bedrooms Per Room

Ocean Proximity Near Bay Vs Median Income

Longitude Vs Households

Ocean Proximity 1h Ocean Vs Housing Median Age

Ocean Proximity 1h Ocean Vs Households

Ocean Proximity Near Ocean Vs Bedrooms Per Room

Ocean Proximity Near Ocean Vs Longitude

Total Rooms Vs Longitude

Ocean Proximity Near Ocean Vs Median Income

Ocean Proximity Island Vs Housing Median Age

Ocean Proximity Near Ocean Vs Housing Median Age

Population Per Household Vs Ocean Proximity Inland

Total Rooms Vs Ocean Proximity Inland

Ocean Proximity Island Vs Bedrooms Per Room

Median Income Vs Households

Latitude Vs Housing Median Age

Ocean Proximity Island Vs Longitude

Ocean Proximity Near Ocean Vs Households

Rooms Per Household Vs Ocean Proximity Island

Ocean Proximity Near Bay Vs Bedrooms Per Room

Population Vs Median Income

Total Rooms Vs Ocean Proximity 1h Ocean

Population Per Household Vs Bedrooms Per Room

Ocean Proximity Near Bay Vs Households

Ocean Proximity Near Bay Vs Ocean Proximity Island

Ocean Proximity Near Ocean Vs Ocean Proximity Island

Population Per Household Vs Housing Median Age

Total Rooms Vs Ocean Proximity Island